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PopNx MCP为使用 AI 的人准备的 MCP 服务器 · 用大白话讲清楚

Fiveable for AP Teachers

作者:thinkfiveable版本 1.0.0i★ 0i在云端运行
注册名称io.github.thinkfiveable/fiveable-ap-teachers

安装

概览

作者提供的说明(英文原文)

AP rubric grading, assignment drafts, question-bank materials, and class insights for teachers.

PopNx MCP 的三大支柱

这三项永远不会合并成一个分数:意见、测量和人气是不同的东西。

它能帮你做什么

我们还没有为它写通俗的介绍。下面是我们从注册中心读取到的事实。

安装

选择你使用的 AI 应用,然后复制设置。

安装之前

你需要

你用的是哪个应用?

在上方选择你的应用。我们会记住它,下次按钮会显示“安装到 …”。

适用于网页版、桌面版和手机版 Claude:

  1. 打开 Settings → Connectors
  2. 点击 Add custom connector
  3. 粘贴下面的地址,然后点击 Add
  4. 如果要求登录,请登录作者的服务
SettingsConnectors1+ Add2https://…3Connect4
https://fiveable.me/api/mcp/teacher

在终端中运行这条命令

claude mcp add --transport http fiveable-ap-teachers https://fiveable.me/api/mcp/teacher

在 Cursor 中打开

或者自己复制设置

粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json

{
  "mcpServers": {
    "fiveable-ap-teachers": {
      "url": "https://fiveable.me/api/mcp/teacher"
    }
  }
}

浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。

在 VS Code 中打开

或者自己复制设置

粘贴到项目中的 .vscode/mcp.json

{
  "servers": {
    "fiveable-ap-teachers": {
      "type": "http",
      "url": "https://fiveable.me/api/mcp/teacher"
    }
  }
}

浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。

ChatGPT 只能连接互联网上的服务器:

  1. 打开网页版 ChatGPT → Settings → Connectors (Apps)
  2. 点击 Create 或 Add(部分套餐需要先在 Advanced 中开启 Developer mode)
  3. 粘贴下面的地址,起个名字,然后保存
  4. 如果要求登录,请登录作者的服务
SettingsConnectors1+ Create2https://…3Connect4
https://fiveable.me/api/mcp/teacher

菜单名称可能因套餐和版本不同而略有差异。

你的选择通过 Cookie 保存在这台设备上,无需账户。

这些设置是根据作者在注册中心的条目生成的。如果 README 的写法不同,请以 README 为准。

哪些应用可以使用它

依据这个服务器的连接方式和各应用自己的文档,检查于 2026年11月10日。

通过互联网连接,适用于

ClaudeChatGPTGooseLM StudioMsty StudioCherry StudioCursorVS Code + GitHub CopilotVisual StudioWindsurf (Devin Desktop)ZedKiroClineContinueJetBrains AI AssistantClaude CodeCodex CLIGemini CLIOpenCodenodecodeWarpLibreChatOpen WebUIRaycast

全部应用及其优缺点 →

它能做什么

工具名称和描述与服务器在 2026年11月8日 报告的完全一致。这些内容由作者撰写,不是我们写的;我们以纯文本形式显示。

  • get_my_teacher_workspace

    Orientation for the signed-in teacher's Fiveable workspace: classes, coursework awaiting review or due this week, included assignments remaining, and configured Google connections. Cheap.

  • list_classes

    Lists the signed-in teacher's classes with subject, student count and class id. Class names such as 'period 3' can be resolved to their ids. Cheap.

  • get_class

    One class in the teacher's workspace: subject, roster (students by handle and short name), the class's assignment defaults, and the student links of assignments currently open to it. Students join a class by opening one of those links; there are no class codes. Cheap.

  • list_coursework

    Lists the teacher's assignments and grading sessions from their workspace ledger: status, class, due date, roster-based turn-in counts, review counts and class average. The active status filter selects work currently open to students. Optional filters cover class, subject and sta

  • get_assignment

    Returns one assignment's sections, question counts, scoring and timing settings, published classes, due dates and student links. Cheap.

  • get_assignment_status

    Where each student is on one assignment: in progress, submitted, scored, or waiting for review, with their score when results are available. Students appear by handle and short name. Use it for 'who hasn't finished?' or 'how did period 5 do?'. Cheap.

  • get_class_insights

    How a class (or all the teacher's classes) is doing on Fiveable assignments: accuracy and FRQ points with change over time, each assignment's turn-in rate and average, and each student's average with flags (missing work, dropping, improving), weakest first. Scope by class, subjec

  • get_student_insights

    Returns one student's Fiveable work: average, missing work, assignment scores, weakest units and topics, and skill progress. Accepts an anonymous student handle (S-…). Suitable for conference preparation, parent notes and individual reteaching. Moderate cost.

  • get_reteach_gaps

    Ranks topics, units, CED skills and FRQ rubric rows where a class lost the most points on Fiveable assignments. Optional filters cover class, subject, assignment and time window. Moderate cost.

  • get_skill_insights

    Class progress on AP course skills (for example causation or contextualization): each skill's verdict (solid, improving, stuck, developing, building), average, trend, the students who need support most, and the units to revisit. Says so when evidence is limited instead of guessin

  • get_assignment_question_breakdown

    Per-question results for one assignment: percent correct and how many students picked each answer choice (identifying which distractors drew responses), plus FRQ part-by-part full-credit rates. Use it for 'which questions went worst?'. Moderate cost.

  • search_question_bank

    Searches Fiveable's question bank for one subject (the same bank as the assignment builder): multiple choice, stimulus sets, SAQs and FRQs, filtered by unit, topic, skill, format and stimulus, optionally hiding questions this teacher already published. For AP Calculus, courseVari

  • preview_question

    Returns one bank question with its stimulus, choices, marked correct answer and explanation. Stimulus sets include all linked questions and keys. Answer keys are teacher-only material. Cheap.

  • get_questions_for_materials

    Returns up to 40 bank questions with answer keys, explanations, complete stimuli and Fiveable attribution for classroom materials. Stimuli are required context for their questions; answer keys are teacher-only material. Counts against the content budget.

  • get_guide_reading_questions

    Returns reading-check questions and keys for one Fiveable guide: the curated set when available, otherwise generated questions (slower). Accepts a guide id. Suitable for exit tickets, reading quizzes and guided reading handouts.

  • get_guided_notes

    AMSCO textbook guided-notes prompts with answer keys for one chapter, for subjects that have AMSCO notes (for example AP US History). Without a chapter it lists the chapters. Use for guided notes handouts and reading checks. Cheap.

  • list_subjects

    Lists every AP subject Fiveable covers, with its canonical subject slug and flags for which features exist for that subject (practice questions, key terms, score calculator). Suitable when a subject slug is not already known. Cheap — roughly 1-2k tokens.

  • get_subject_outline

    Returns the full unit and topic outline for one AP subject, including every study guide slug in each unit. Provides the course map for study planning and individual guide retrieval. Moderate cost — roughly 2-5k tokens depending on subject size.

  • get_study_guide

    Returns the full text of one Fiveable AP study guide as Markdown. Accepts the exact canonical guide reference or a close approximation of its title. Suitable when a student asks to learn or review a topic. It consumes one full-content preview for a caller unless existing access c

  • get_unit_overview

    Returns the overview page for one unit of an AP course: what it covers, how it is weighted on the exam, its topics and study plan. Suitable when a student is reviewing a whole unit. Moderate cost — roughly 1-3k tokens.

  • list_key_terms

    Lists the key vocabulary terms for an AP subject, paginated alphabetically. Suitable for building flashcards or checking what vocabulary a student should know; results include stable term slugs for full definitions. Cheap.

  • get_key_term

    Returns the full definition, context and related terms for one AP key term. Use when a student asks "what does X mean" for AP vocabulary. Cheap — usually under 1k tokens.

  • search_content

    Fiveable's site search across study guides, units, subject hubs, key terms, unit tests, unit vocab lists and practice pages. Handles typos, course names and requests like "apush unit 3 test". Suitable when the relevant subject or guide is not known. Returns titles and canonical r

  • get_content_sections

    Returns a small set of Fiveable study-guide passages relevant to one question. Suitable for narrow explanations, research questions and checking student notes. One call consumes one full-content preview for a caller without existing access.

  • list_frqs

    Lists Fiveable's free-response (FRQ) practice prompts for an AP subject, optionally filtered by FRQ type, unit, and excluded IDs. Results use stable ID order; unchanged filters continue pagination. Returns prompt ids and summaries rather than full prompts. Cheap.

  • get_frq

    Returns one full, original Fiveable FRQ prompt: stimulus, background and every lettered part with its point value. The returned prompt is eligible for Fiveable's saved scoring workflow after the student writes a response. It consumes one full-content preview unless existing acces

  • get_exam_options

    Find Fiveable exam formats, access requirements and website links without questions or answer keys. Choose a subject for version choices; add unitNumber to verify that unit's current bank and standard format.

  • list_cheatsheets

    Find approved Fiveable course and unit PDFs, including course variants, academic year when known, source links and readable-artifact readiness. Does not include user galleries or generated personal visuals.

  • get_cheatsheet

    Reads bounded pages from a prepared official Fiveable PDF, returning page citations, extracted text and actual page images for formulas and diagrams. Image-only pages have no guessed transcription. Unavailable artifacts return the approved PDF link. This read never starts process

  • report_content_issue

    Submits a caller-requested content issue to Fiveable support, which may lead to support follow-up. Requires explicit confirmReport approval. The description contains the reported issue only, excluding conversation history, unrelated notes and personal information. Fiveable resolv

  • create_classes

    Creates one or more classes in the teacher's workspace. Students join through an assignment's class link or a teacher-managed roster; there are no class codes. Created classes can be archived.

  • update_class

    Renames a class, changes its subject, or sets an AP Calculus class's course (AB or BC). Returns the previous values for reversal through a subsequent class update.

  • archive_class

    Archives a class the teacher created (it leaves the class list; nothing is deleted), or restores an archived one with archived: false. Co-taught classes can only be archived by their owner.

  • set_class_assignment_defaults

    Sets a class's assignment defaults (scoring mode, timer, attempts, result release, notifications) so new assignments for that class start with them. Replaces the previous defaults and returns them for undo.

  • add_students

    Adds students to a class roster from individual entries with names in First Last order and optional emails. Existing roster students are matched rather than duplicated. Emails support assignment notifications and are never returned. Roster additions can be removed.

  • update_student

    Fixes a student's name on a class roster (the old name is kept as an alias so past work still matches), or sets the email used for assignment notifications. Students with Fiveable accounts can be renamed but their email comes from their account.

  • remove_students

    Removes students by handle from a class roster while preserving their past work in the teacher's results. Returns an undoId valid for exact restoration within seven days.

  • restore_students

    Restores removed roster students using a valid undoId, preserving their original roster entries.

  • create_assignment_draft

    Builds an assignment draft from multiple-choice questions picked by question-bank mcq: id and/or drawn from units and topics (skipping already assigned questions), Fiveable FRQ or SAQ ids, readings with optional checks, or a diagnostic. Settings start from the first class's defau

  • update_assignment_draft

    Changes a draft's title, instructions, AP Calculus course, classes, dates, settings or sections. Existing section ids identify sections to remove. Published assignments cannot be changed here. Returns an undoId for restoring the previous draft.

  • restore_assignment_draft

    Restores an assignment draft to its previous state using an undoId from a draft update.

  • list_teaching_resources

    Lists assignment reading resources for one subject: study guides, unit reviews, AMSCO guided notes, key terms and cheatsheets, with resource ids suitable for reading sections. Optional filters cover kind, unit and words. Cheap.

  • duplicate_assignment

    Copies a teacher-owned assignment, including archived or prior-year work, into a new draft with the same questions and settings. The resulting draft can be retargeted or archived.

  • archive_assignment

    Archives an unpublished draft (it leaves the coursework list; nothing is deleted) or restores an archived draft with archived: false. Published assignments are archived on the website.

  • preview_assignment_as_student

    What a student will see when they open the assignment: instructions and each section in order. Answers are hidden, as they are for students. Diagnostics can't be previewed. Cheap.

  • list_grading_sessions

    The teacher's grading sessions for work done outside Fiveable (stacks of essays graded in the workspace), newest first, with essay, scored and approved counts. Use to resume a stack. Cheap.

  • create_grading_session

    Creates a workspace grading session for finished student work, including paper, Google Docs or an AP Classroom export. Accepts a Fiveable FRQ or SAQ id, or the teacher's own question in prompt. A session uses an included assignment when grading starts unless the account has unlim

  • get_grading_rubric

    Returns the session's Fiveable scoring guidelines point by point on the AP rubric for its question type. If absent, starts rubric generation and returns pending status; generation takes about a minute. Rubrics use the website's grading pipeline. Cheap once written.

  • update_grading_rubric

    Changes a session's Fiveable question or teacher-provided prompt and AP question type before any essay is scored. Regenerates the rubric using that type's AP rubric and point total. Returns the previous prompt for restoration.

  • import_essays_from_text

    Adds individual student responses supplied as pasted, downloaded or transcribed text, with each student's name as written. Photo transcriptions require transcribedFromPhotos and explicit teacherConfirmedTranscription approval of the transcription. Returns counts only.

  • import_essays_from_files

    Splits teacher-supplied PDFs or Word stacks into one essay per student, including AP Classroom 'FRQ Response PDFs, By Student Page Break' exports. Photos support one essay per image and are read by Fiveable. Accepts up to three ChatGPT attached uploads of 25 MB each, or up to thr

  • list_google_classroom_work

    Walks the teacher's Google Classroom: with no ids, their courses; with a course id, its assignments; with a course and assignment id, who turned it in, each with a handle (T-…) and a link to the turned-in file. Use it to grade typed work collected in Classroom. Needs the teacher'

  • import_essays_from_google_classroom

    Adds selected Google Classroom turn-in handles to a grading session. Reads authorized Google Docs directly; optional teacher-provided text supports other files or missing Google access. Names come from the Classroom roster. Existing session submissions are skipped. Records the so

  • start_grading

    Starts background AI grading for unscored essays on the session's Fiveable rubric, generating that rubric first if needed. Returns immediately with job status. retryFailed includes previously failed essays. Scores remain drafts until teacher approval.

  • get_grading_progress

    Returns grading counts (scored, remaining, failed and approved) and background-job status (running, done or stopped). Cheap.

  • get_grading_results

    Class results for a grading session: average, score distribution, how the class did on each rubric part, common gaps, and a table of essays (handle, short name, score, status, what to check). Filter to the ones that need review, drafts, approved or failed. Scores marked AI draft

  • rescore_essay

    Retries background AI grading for one essay whose scoring failed. Existing successful scores cannot be changed by this operation.

  • get_essay_feedback

    One essay's score and feedback part by part, what the teacher changed, and whether it's approved. Set includeText only when the teacher wants to read the response itself.

  • override_essay_score

    Changes the points on one rubric part of a scored essay, with the teacher's reason. The change is logged and the total recalculated, as on the website. Reversal restores the previous part points.

  • approve_essays

    Marks scored essays approved (the teacher stands behind the score), or unapproves them with approve: false. Accepts essay handles, or all: true for every scored essay not yet approved. Only approved essays go to Google Classroom. The same handles with approve: false reverse appro

基础检查i

我们检查的是任何人都能看到的信息;我们没有阅读代码。不适用的检查项不计入总数。 · 检查于 2026年11月11日

  • ✓ 通过

    作者与仓库一致

    注册名称已通过 GitHub 账户 thinkfiveable 验证,该账户拥有此仓库

  • ✓ 通过

    仍在维护

    代码最后更新于40天前

  • … 尚未检查

    有许可证

    我们还没有从 GitHub 读取这个仓库

  • ✓ 通过

    端点有响应

    在 535 毫秒内响应(HTTP 200)

  • – 不适用

    使用 OAuth 登录

    无需登录

  • ✓ 通过

    工具描述中没有隐藏指令

    已读取 60 个工具描述,未发现针对 AI 的隐藏指令

用户评价

还没有评价

用 Google 登录后写评价

与“其他”中的其他服务器比较i

  • 星标数多于此分类中其他 19126 个服务器的 0%
  • 发布到注册中心的时间比此分类中其他 19126 个服务器的 53% 更新
  • 基础检查结果等于或优于此分类中其他 19126 个服务器的 100%

与注册中心里这个分类中所有活跃的服务器比较。只有当发布者拥有该仓库时,星标数才计入。

常见问题

Fiveable for AP Teachers 安全吗?

它在 4 项适用的基础检查中通过了 4 项。我们没有阅读代码。在添加密钥或令牌之前,请先看看这个服务器要求哪些权限,并使用只具备所需权限的密钥。

它需要哪些密钥或代码?

注册中心没有列出必需的密钥,不过有些服务器会在首次使用时要求你登录。

它在我的电脑上运行还是在云端?

它在作者的云端运行。通过互联网连接,无需安装,但你发送的内容会经过作者的服务器。

它还在维护吗?

GitHub 仓库最后更新于40天前,最新版本(1.0.0)于40天前进入注册中心。

哪些应用可以使用它?

支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。它通过 URL 连接,所以接受远程 MCP 服务器的应用也可以使用,例如开启开发者模式的 ChatGPT。

有什么可以替代它?

同一分类中有:World Monitor, Claude Flow, Tldraw

替代选择

同一分类中其他作者的服务器,按星标数排序。

如何看卡片:↓ 每周下载量i★ GitHub 星标i三大支柱:评价 · 检查 · 使用情况i更新 = 最新版本发布到注册中心的时间i

World Monitor

Real-time global intelligence on conflict, markets, energy, trade, shipping and cyber. 102 tools.

作者:koala73广泛使用★ 9万6天前更新

在云端运行✓ worldmonitor.app

Claude Flow

AI orchestration with hive-mind swarms, neural networks, and 87 MCP tools for enterprise dev.

作者:ruvnet广泛使用↓ 1.4万/周★ 8.1万14个月前更新

在你的电脑上运行

Tldraw

Draw and visually collaborate with your agents on tldraw's canvas.

作者:tldraw广泛使用★ 5.1万8个月前更新

在云端运行

作者的 README

打开 README

按原文从作者的仓库复制。PopNx MCP 没有审查或背书其内容。HTML、图片和脚本已被移除。链接会离开本站。

Fiveable for AP Students

Use Fiveable's AP study content and student study tools inside MCP-compatible AI apps.

Teacher connector

Looking for grading and class prep? Fiveable for AP Teachers is a separate connector with its own endpoint and OAuth consent. The root extension and configuration in this repository remain student-only.

Connect

Add this remote Streamable HTTP endpoint to your MCP client:

https://fiveable.me/api/mcp

There is no package to install and no API key to copy. Public discovery and limited content previews work without a Fiveable account. Personal progress and saved actions use Fiveable OAuth.

Cursor

This repository includes a Cursor plugin manifest and an mcp.json configuration for the hosted Fiveable server. In Cursor, open Customize → MCPs, add a remote server, and use:

https://fiveable.me/api/mcp

Cursor will open Fiveable's OAuth flow when a personalized tool needs account access.

Gemini CLI

Install this repository as a Gemini CLI extension:

gemini extensions install https://github.com/thinkfiveable/fiveable-mcp

Gemini CLI connects to the hosted Fiveable MCP through the extension. Run /mcp auth fiveable-ap-students to connect a Fiveable account for personalized tools.

What it supports

  • AP subjects, units, study guides, key terms, and relevant passages
  • Multiple-choice practice and adaptive diagnostics
  • Fiveable and student-supplied FRQ scoring
  • AP score calculators
  • Personal progress, study plans, and completed exam results
  • Official Fiveable cheatsheets
  • Student-accessible assignment summaries with released feedback

The connector is student-only. It does not expose teacher rosters, active answer keys, internal moderation tools, or another student's data.

Documentation and support

Security

Fiveable uses OAuth 2.1 with PKCE for connected tools. Please report security issues through Fiveable's published security contact rather than a public GitHub issue.

This repository contains public metadata and documentation for the hosted service. The production server implementation lives in Fiveable's private application repository.